Run
1836622

Run 1836622

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1000
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9607
Per class
Confusion matrix
F measure
0.9304
Per class
Kappa
0.9092
KB relative information score
924980.3345
Mean absolute error
0.0199
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9307
Per class
Predictive accuracy
0.9305
Prior entropy
2.8074
Recall
0.9305
Per class
Relative absolute error
0.0811
Root mean prior squared error
0.3499
Root mean squared error
0.1409
Root relative squared error
0.4027